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Author Spotlight: Single-Molecule Surface-Enhanced Raman Scattering Measurements Enabled by Plasmonic DNA Origami Nanoantennas
Published on: July 21, 2023
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Label-free plasmonic spectral profiling of serum DNA
Peng Zheng1, Piyush Raj1, Le Liang2
1Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD, 21218, United States.
Biosensors & Bioelectronics
|March 16, 2024
Summary
This study introduces a novel, label-free method for analyzing serum DNA using surface-enhanced Raman spectroscopy and machine learning. This approach enables sensitive detection of genetic and epigenetic changes for improved cancer diagnostics and personalized treatment.
Area of Science:
- Biomedical Engineering
- Molecular Biology
- Nanotechnology
Background:
- Genetic and epigenetic alterations drive cancer development by affecting oncogenes and tumor suppressor genes.
- Accurate molecular profiling is essential for precision medicine and personalized cancer therapy.
- Current DNA analysis methods are complex, time-consuming, and risk sample degradation.
Purpose of the Study:
- To develop a non-invasive, direct, and efficient method for molecular profiling of serum DNA.
- To enable sensitive and specific detection of epigenetic and genetic changes at the single-nucleotide level.
- To present a versatile platform for analyzing biological markers in their native form.
Main Methods:
- Utilized surface-enhanced Raman spectroscopy (SERS) combined with machine learning.
- Developed a plasmonic nanostructured platform for enhanced signal detection.
- Applied the strategy to detect DNA methylation (epigenetic) and single-point mutations (genetic) in serum DNA.
Main Results:
- Achieved sensitive and specific label-free detection of DNA methylation and single-point mutations in serum.
- Demonstrated the capability to analyze genetic and epigenetic changes at the single-nucleotide level.
- Validated the potential of the platform for analyzing DNA in its pristine form.
Conclusions:
- The presented strategy offers a promising approach for direct, efficient, and label-free molecular profiling of serum DNA.
- This method can aid in early cancer diagnosis and the development of personalized therapeutics.
- The versatile platform has broad applications for analyzing various biological markers.

